Datasets in design research: needs and challenges and the role of AI and GPT in filling the gaps

MA Rad, T Hajali, JM Bonde, M Panarotto… - Proceedings of the …, 2024 - cambridge.org
Despite the recognized importance of datasets in data-driven design approaches, their
extensive study remains limited. We review the current landscape of design datasets and …

IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents

HH Shomee, Z Wang, SN Ravi, S Medya - The Thirty-eight Conference on … - openreview.net
In this paper, we introduce IMPACT (Integrated Multimodal Patent Analysis and Creation
Dataset for Design Patents), a large-scale multimodal patent dataset with detailed captions …

[PDF][PDF] Datasets in design research: needs and challenges and the role of AI and GPT in filling the gaps

Despite the recognized importance of datasets in data-driven design approaches, their
extensive study remains limited. We review the current landscape of design datasets and …